Essential Guide to keep up with AI/ML/DL/CV
These fields are booming these days. In order not to become rusty, one has to constantly follow the updates. Here is the essential guide on how to keep up with the important news/papers/discussions/tutorials. This guide is by no means an exhaustive one so contributions are truly welcome.
Connect to your local communities
Due to multiple reasons, there are various country-based communities. Connect to your local communities to participate in constructive discussions, raising questions, and local meetings.
| Country |
Links |
| Argentina |
Inteligencia Artificial Argentina |
| Azerbaijan |
Azerbaijan Data Science Society |
| Brazil |
ML, DL, BD - Brasil and IA & DL Brasil |
| Canada |
Montreal.AI and QuebecAI |
| Czech Republic |
MLMU-Prague and MLMU-Brno |
| Egypt |
Egyptian Machine Learning Geeks |
| Germany |
ML-KA (Karlsruhe) and Machine Learning Munich |
| UK |
London.AI, AI,ML, and DL, AI in NI |
| France |
Paris.AI |
| India |
IDLI: Indian Deep Learning Initiative |
| Indonesia |
Machine Learning Indonesia, Big Data Indonesia, and DataScience Indonesia |
| Israel |
ML&DL and Q&A subgroup |
| Italy |
aixia and IA-Gov |
| Latvia |
Riga DS Club and Riga AI, Machine Learning and Bots |
| Malaysia |
TensorFlow & Deep Learning Malaysia and Machine Learning Malaysia |
| Mexico |
Data Science y Machine Learning en Mexico |
| Netherlands |
MLNL, DLAI, Amsterdam AIDL, PyData Amsterdam and Amsterdam Data Science |
| Pakistan |
Pakistan.ai Page, Pakistan.ai Group, MLPK Page, MLPK Group, and Karachi.ai |
| Peru |
Machine Learning Peru |
| Poland |
Warsaw.AI, Data Science po polsku |
| Portugal |
DL Sessions |
| Russia |
Open Data Science |
| Slovakia |
MLMU-Bratislava and MLMU-Košice |
| South Korea |
AI Korea (Deep Learning), TensorFlow KR, and PyTorch KR |
| Sweden |
Stockholm AI |
| Switzerland |
Zurich ML and SwissAI |
| Turkey |
Yapay Zekâ |
| Ukraine |
Artificial Intelligence, Computer Vision and Odessa DS |
| Vietnam |
Machine Learning cơ bản and FB page |
The table above lists well-established communities committed/suggested by their members. Additionally, make sure to visit CITY.AI that organizes get-togethers to connect to your local AI communities (40+ cities available).
Bookmarks to ‘Run on Start’
Reddit
| machine_learning |
MachineLearning |
computervision |
learnmachinelearning |
arXiv: open access to e-prints. Do not forget to install Fermat’s Library
| Computer Vision and Pattern Recognition |
Artificial Intelligence |
Learning |
Neural and Evolutionary Computing |
Computation and Language |
Machine Learning |
Arxiv Sanity: beautiful interface plus other features for interacting with arXiv
CatalyzeX: easily find open-source code implementations for papers (chrome extension and firefox extension also available that automatically find and show code for papers anywhere online)
ShortScience: post-publication discussion
PapersWithCode: space to share papers with open-source implementation
TaggerNews (HackerNews with tags of interest filter)
DataTau: HackerNews for data scientists
AITopics: collection of info about research, people, and applications of AI
Made With ML: stay up-to-date with trending projects organized by topics
Deep Learning Monitor: monitoring the research field you care about
42Papers: monitoring trending papers
ML Treats: monitoring trending blogs, papers, news
Youtube channels
| 3Blue1Brown |
Two Minute Papers |
Robert Miles |
Arxiv Insights |
Aurélien Géron |
Preserve Knowledge |
Lex Fridman |
Yannic Kilcher |
Leo Isikdogan |
Amii Intelligence |
Simons Institute |
CodeEmporium |
Henry AI Labs |
StatQuest |
bycloud |
What's AI |
The AI Epiphany |
AI Coffee Break |
Do not forget to install playback speed control to optimize your time.
Company research blogs
| Google |
Facebook |
Nvidia |
Apple |
OpenAI |
DeepMind |
Quora
| Machine Learning |
Computer Vision |
Deep Learning |
Reinforcement Learning |
Less active updates
| Google Scholar |
ResearchGate |
Distill |
Twitter
Usually, important news is disseminated pretty fast on Twitter and often shared by many. Find people of interest and follow them.
Blogs/Newsletters
| Inside AI (news) |
The Morning Paper (paper summaries) |
inFERENCe (opinion on things) |
PyImageSearch (tutorials) |
O'Reilly Artificial Intelligence Newsletter |
Import AI (news) |
arg min blog |
Off the Convex Path (blog) |
The Spectator (blog) |
NLP News |
The Batch |
The Gradient |
LyrnAI |
Floydhub |
AI Weekly Digest |
Podcasts
| Talking Machines |
TWIML |
Linear Digressions |
Data Skeptic |
Not so standard deviations |
Practical AI |
DeepMind podcast |
The AI Podcast(by NVIDIA) |
AI podcast |
TalkRL |
Machine Learning Guide |
Casual Inference |
AI2 |
Learning Machines 101 |
NLP Highlights |
Betancourting Disaster |
No BiAS |
Chai Time Data Science |
Brain Inspired |
